Apache Spark VS Pytorch

Compare Apache Spark vs Pytorch and see what are their differences.

Apache Spark

Apache Spark - A unified analytics engine for large-scale data processing (by apache)


Tensors and Dynamic neural networks in Python with strong GPU acceleration (by pytorch)
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Apache Spark Pytorch
53 155
33,221 56,784
1.5% 2.2%
10.0 10.0
3 days ago 7 days ago
Scala C++
Apache License 2.0 BSD 1-Clause License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Apache Spark

Posts with mentions or reviews of Apache Spark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-21.


Posts with mentions or reviews of Pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-12.

What are some alternatives?

When comparing Apache Spark and Pytorch you can also consider the following projects:

Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Flux.jl - Relax! Flux is the ML library that doesn't make you tensor

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

Scalding - A Scala API for Cascading

mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services

luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

tensorflow - An Open Source Machine Learning Framework for Everyone


Smile - Statistical Machine Intelligence & Learning Engine

ROCm - ROCm - Open Source Platform for HPC and Ultrascale GPU Computing

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing